Papers
Obtaining referential word meanings from visual and distributional information: Experiments on object naming
Sina Zarrieß, David Schlangen
Translating Neuralese
Jacob Andreas, Anca Dragan, Dan Klein
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge
Yanchao Hao, Yuanzhe Zhang, Kang Liu et al.
Coarse-to-Fine Question Answering for Long Documents
Eunsol Choi, Daniel Hewlett, Jakob Uszkoreit et al.
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning
Shizhu He, Cao Liu, Kang Liu et al.
Gated Self-Matching Networks for Reading Comprehension and Question Answering
Wenhui Wang, Nan Yang, Furu Wei et al.
Creating Training Corpora for NLG Micro-Planners
Claire Gardent, Anastasia Shimorina, Shashi Narayan et al.
Automatically Generating Rhythmic Verse with Neural Networks
Jack Hopkins, Douwe Kiela
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems
Wang Ling, Dani Yogatama, Chris Dyer et al.
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation
Ioannis Konstas, Srinivasan Iyer, Mark Yatskar et al.
Deep Neural Machine Translation with Linear Associative Unit
Mingxuan Wang, Zhengdong Lu, Jie Zhou et al.
A Convolutional Encoder Model for Neural Machine Translation
Jonas Gehring, Michael Auli, David Grangier et al.
Discourse Mode Identification in Essays
Wei Song, Dong Wang, Ruiji Fu et al.
Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution
Ting Liu, Yiming Cui, Qingyu Yin et al.
Joint Learning for Event Coreference Resolution
Jing Lu, Vincent Ng
The State of the Art in Semantic Representation
Omri Abend, Ari Rappoport
Skip-Gram − Zipf + Uniform = Vector Additivity
Alex Gittens, Dimitris Achlioptas, Michael W. Mahoney
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules
Ivan Vulić, Nikola Mrkšić, Roi Reichart et al.
Learning Structured Natural Language Representations for Semantic Parsing
Jianpeng Cheng, Siva Reddy, Vijay Saraswat et al.
Neural Relation Extraction with Multi-lingual Attention
Yankai Lin, Zhiyuan Liu, Maosong Sun
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
Chen Liang, Jonathan Berant, Quoc Le et al.
Neural End-to-End Learning for Computational Argumentation Mining
Steffen Eger, Johannes Daxenberger, Iryna Gurevych
Adversarial Multi-task Learning for Text Classification
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Regina Barzilay, Min-Yen Kan
Harvesting Common-sense Navigational Knowledge for Robotics from Uncurated Text Corpora
Nancy Fulda, Nathan Tibbetts, Zachary Brown et al.